• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

无细胞游离 DNA 拷贝数变异可预测免疫检查点抑制剂治疗在肝胆肿瘤中的疗效。

Cell-free DNA copy number variations predict efficacy of immune checkpoint inhibitor-based therapy in hepatobiliary cancers.

机构信息

Department of Liver Surgery, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.

Center of Integrative Medicine, Beijing Ditan Hospital, Capital Medical University, Beijing, China.

出版信息

J Immunother Cancer. 2021 May;9(5). doi: 10.1136/jitc-2020-001942.

DOI:10.1136/jitc-2020-001942
PMID:33972389
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC8112417/
Abstract

BACKGROUND

This study was designed to screen potential biomarkers in plasma cell-free DNA (cfDNA) for predicting the clinical outcome of immune checkpoint inhibitor (ICI)-based therapy in advanced hepatobiliary cancers.

METHODS

Three cohorts including 187 patients with hepatobiliary cancers were recruited from clinical trials at the Peking Union Medical College Hospital. Forty-three patients received combination therapy of programmed cell death protein 1 (PD-1) inhibitor with lenvatinib (ICI cohort 1), 108 patients received ICI-based therapy (ICI cohort 2) and 36 patients received non-ICI therapy (non-ICI cohort). The plasma cfDNA and blood cell DNA mutation profiles were assessed to identify efficacy biomarkers by a cancer gene-targeted next-generation sequencing panel.

RESULTS

Based on the copy number variations (CNVs) in plasma cfDNA, the CNV risk score model was constructed to predict survival by using the least absolute shrinkage and selection operator Cox regression methods. The results of the two independent ICI-based therapy cohorts showed that patients with lower CNV risk scores had longer overall survival (OS) and progression-free survival (PFS) than those with high CNV risk scores (log-rank p<0.01). In the non-ICI cohort, the CNV risk score was not associated with PFS or OS. Furthermore, the results indicated that 53% of patients with low CNV risk scores achieved durable clinical benefit; in contrast, 88% of patients with high CNV risk scores could not benefit from combination therapy (p<0.05).

CONCLUSIONS

The CNVs in plasma cfDNA could predict the clinical outcome of the combination therapy of PD-1 inhibitor with lenvatinib and other ICI-based therapies in hepatobiliary cancers.

摘要

背景

本研究旨在筛选浆细胞游离 DNA(cfDNA)中的潜在生物标志物,以预测晚期肝胆癌患者接受免疫检查点抑制剂(ICI)治疗的临床结局。

方法

本研究纳入了来自北京协和医学院医院临床试验的 187 例肝胆癌患者,共分为三组。43 例患者接受 PD-1 抑制剂联合仑伐替尼(ICI 队列 1)治疗,108 例患者接受 ICI 治疗(ICI 队列 2),36 例患者接受非 ICI 治疗(非 ICI 队列)。采用癌症基因靶向二代测序panel 评估血浆 cfDNA 和血细胞 DNA 突变谱,以鉴定疗效相关的生物标志物。

结果

基于血浆 cfDNA 的拷贝数变异(CNVs),采用最小绝对收缩和选择算子 Cox 回归方法构建 CNV 风险评分模型,以预测生存情况。两项独立的 ICI 治疗队列的结果表明,CNV 风险评分较低的患者总生存期(OS)和无进展生存期(PFS)均长于评分较高的患者(log-rank p<0.01)。在非 ICI 队列中,CNV 风险评分与 PFS 或 OS 均无相关性。此外,结果表明低 CNV 风险评分患者中有 53%的患者获得了持久的临床获益,而高 CNV 风险评分患者中则有 88%的患者无法从联合治疗中获益(p<0.05)。

结论

血浆 cfDNA 中的 CNVs 可预测 PD-1 抑制剂联合仑伐替尼以及其他 ICI 治疗肝胆癌的联合治疗的临床结局。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f673/8112417/d0b455098e16/jitc-2020-001942f05.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f673/8112417/8be68b9d8992/jitc-2020-001942f01.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f673/8112417/7906e8af5afd/jitc-2020-001942f02.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f673/8112417/439310088b3d/jitc-2020-001942f03.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f673/8112417/ea2c913e796d/jitc-2020-001942f04.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f673/8112417/d0b455098e16/jitc-2020-001942f05.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f673/8112417/8be68b9d8992/jitc-2020-001942f01.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f673/8112417/7906e8af5afd/jitc-2020-001942f02.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f673/8112417/439310088b3d/jitc-2020-001942f03.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f673/8112417/ea2c913e796d/jitc-2020-001942f04.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f673/8112417/d0b455098e16/jitc-2020-001942f05.jpg

相似文献

1
Cell-free DNA copy number variations predict efficacy of immune checkpoint inhibitor-based therapy in hepatobiliary cancers.无细胞游离 DNA 拷贝数变异可预测免疫检查点抑制剂治疗在肝胆肿瘤中的疗效。
J Immunother Cancer. 2021 May;9(5). doi: 10.1136/jitc-2020-001942.
2
promoter mutations and other prognostic factors in patients with advanced urothelial carcinoma treated with an immune checkpoint inhibitor.在接受免疫检查点抑制剂治疗的晚期尿路上皮癌患者中,启动子突变和其他预后因素。
J Immunother Cancer. 2021 May;9(5). doi: 10.1136/jitc-2020-002127.
3
Gut microbiome is associated with the clinical response to anti-PD-1 based immunotherapy in hepatobiliary cancers.肠道微生物组与基于抗 PD-1 的免疫疗法在肝胆癌症中的临床反应相关。
J Immunother Cancer. 2021 Dec;9(12). doi: 10.1136/jitc-2021-003334.
4
Prospective development and validation of a liquid immune profile-based signature (LIPS) to predict response of patients with recurrent/metastatic cancer to immune checkpoint inhibitors.基于液体免疫谱特征(LIPS)预测复发/转移性癌症患者对免疫检查点抑制剂反应的前瞻性开发与验证
J Immunother Cancer. 2021 Feb;9(2). doi: 10.1136/jitc-2020-001845.
5
Pan-Cancer Analysis Identifies Liver Metastases as Negative Predictive Factor for Immune Checkpoint Inhibitors Treatment Outcome.泛癌分析确定肝转移是免疫检查点抑制剂治疗结果的负预测因素。
Front Immunol. 2021 Jun 24;12:651086. doi: 10.3389/fimmu.2021.651086. eCollection 2021.
6
Tumor DNA methylation profiles correlate with response to anti-PD-1 immune checkpoint inhibitor monotherapy in sarcoma patients.肿瘤 DNA 甲基化谱与肉瘤患者对 PD-1 免疫检查点抑制剂单药治疗的反应相关。
J Immunother Cancer. 2021 Mar;9(3). doi: 10.1136/jitc-2020-001458.
7
deletion enhances the efficiency of immunotherapy in non-small-cell lung cancer.缺失增强了非小细胞肺癌的免疫疗法效率。
Bioengineered. 2022 May;13(5):11577-11592. doi: 10.1080/21655979.2022.2069328.
8
Copy number loss in granzyme genes confers resistance to immune checkpoint inhibitor in nasopharyngeal carcinoma.颗粒酶基因拷贝数缺失赋予鼻咽癌对免疫检查点抑制剂的耐药性。
J Immunother Cancer. 2021 Mar;9(3). doi: 10.1136/jitc-2020-002014.
9
Integrated genomic analysis identifies a genetic mutation model predicting response to immune checkpoint inhibitors in melanoma.整合基因组分析确定了一种遗传突变模型,可预测黑色素瘤对免疫检查点抑制剂的反应。
Cancer Med. 2020 Nov;9(22):8498-8518. doi: 10.1002/cam4.3481. Epub 2020 Sep 24.
10
Copy number variation in plasma as a tool for lung cancer prediction using Extreme Gradient Boosting (XGBoost) classifier.血浆拷贝数变异作为使用极端梯度提升 (XGBoost) 分类器进行肺癌预测的工具。
Thorac Cancer. 2020 Jan;11(1):95-102. doi: 10.1111/1759-7714.13204. Epub 2019 Nov 6.

引用本文的文献

1
The construction and evaluation of a prognostic risk score model for HCC based on MPT-related lncRNAs.基于MPT相关长链非编码RNA的肝癌预后风险评分模型的构建与评估
Front Oncol. 2025 Jul 28;15:1590094. doi: 10.3389/fonc.2025.1590094. eCollection 2025.
2
Circulating tumor DNA in cholangiocarcinoma: current clinical applications and future perspectives.胆管癌中的循环肿瘤DNA:当前临床应用及未来展望
Front Cell Dev Biol. 2025 Jul 2;13:1616064. doi: 10.3389/fcell.2025.1616064. eCollection 2025.
3
Biliary tract cancers: advances in diagnostic and management.

本文引用的文献

1
Phase 2 study of lenvatinib monotherapy as second-line treatment in unresectable biliary tract cancer: primary analysis results.仑伐替尼单药二线治疗不可切除的胆道癌的 2 期研究:主要分析结果。
BMC Cancer. 2020 Nov 16;20(1):1105. doi: 10.1186/s12885-020-07365-4.
2
Copy-Number Alteration Burden Differentially Impacts Immune Profiles and Molecular Features of Hepatocellular Carcinoma.拷贝数改变负担对肝细胞癌的免疫谱和分子特征有差异影响。
Clin Cancer Res. 2020 Dec 1;26(23):6350-6361. doi: 10.1158/1078-0432.CCR-20-1497. Epub 2020 Sep 1.
3
Pembrolizumab combined with lenvatinib as non-first-line therapy in patients with refractory biliary tract carcinoma.
胆道癌:诊断与管理的进展
Explor Target Antitumor Ther. 2025 Jun 23;6:1002328. doi: 10.37349/etat.2025.1002328. eCollection 2025.
4
Harnessing Plasma Biomarkers to Predict Immunotherapy Outcomes in Hepatocellular Carcinoma: The Role of cfDNA, ctDNA, and Cytokines.利用血浆生物标志物预测肝细胞癌免疫治疗结果:游离DNA、循环肿瘤DNA和细胞因子的作用
Int J Mol Sci. 2025 Mar 20;26(6):2794. doi: 10.3390/ijms26062794.
5
Cholangiocarcinoma: The era of liquid biopsy.胆管癌:液体活检时代。
World J Gastroenterol. 2025 Mar 21;31(11):104170. doi: 10.3748/wjg.v31.i11.104170.
6
Biomarkers for the Evaluation of Immunotherapy in Patients with Cholangiocarcinoma.用于评估胆管癌患者免疫治疗的生物标志物
Cancers (Basel). 2025 Feb 6;17(3):555. doi: 10.3390/cancers17030555.
7
Clinical Applications of Circulating Tumor DNA Profiling in GI Cancers.循环肿瘤 DNA 分析在胃肠道癌症中的临床应用。
JCO Oncol Pract. 2024 Nov;20(11):1481-1490. doi: 10.1200/OP.24.00167. Epub 2024 Nov 12.
8
Recent Advancement in Diagnosis of Biliary Tract Cancer through Pathological and Molecular Classifications.通过病理和分子分类在胆道癌诊断方面的最新进展
Cancers (Basel). 2024 May 1;16(9):1761. doi: 10.3390/cancers16091761.
9
A deep-learning-based genomic status estimating framework for homologous recombination deficiency detection from low-pass whole genome sequencing.一种基于深度学习的基因组状态估计框架,用于从低深度全基因组测序中检测同源重组缺陷。
Heliyon. 2024 Feb 9;10(4):e26121. doi: 10.1016/j.heliyon.2024.e26121. eCollection 2024 Feb 29.
10
Biomarkers and prognostic factors of PD-1/PD-L1 inhibitor-based therapy in patients with advanced hepatocellular carcinoma.晚期肝细胞癌患者基于PD-1/PD-L1抑制剂治疗的生物标志物和预后因素
Biomark Res. 2024 Feb 14;12(1):26. doi: 10.1186/s40364-023-00535-z.
帕博利珠单抗联合乐伐替尼用于难治性胆管癌患者的非一线治疗。
Hepatobiliary Surg Nutr. 2020 Aug;9(4):414-424. doi: 10.21037/hbsn-20-338.
4
Tumor copy-number alterations predict response to immune-checkpoint-blockade in gastrointestinal cancer.肿瘤拷贝数改变可预测胃肠道癌症对免疫检查点阻断的反应。
J Immunother Cancer. 2020 Aug;8(2). doi: 10.1136/jitc-2019-000374.
5
Phase Ib Study of Lenvatinib Plus Pembrolizumab in Patients With Unresectable Hepatocellular Carcinoma.仑伐替尼联合帕博利珠单抗治疗不可切除肝细胞癌的 Ib 期研究。
J Clin Oncol. 2020 Sep 10;38(26):2960-2970. doi: 10.1200/JCO.20.00808. Epub 2020 Jul 27.
6
Association of inflammatory biomarkers with clinical outcomes in nivolumab-treated patients with advanced hepatocellular carcinoma.纳武利尤单抗治疗晚期肝细胞癌患者的炎症生物标志物与临床结局的关系。
J Hepatol. 2020 Dec;73(6):1460-1469. doi: 10.1016/j.jhep.2020.07.026. Epub 2020 Jul 22.
7
Sequential ctDNA whole-exome sequencing in advanced lung adenocarcinoma with initial durable tumor response on immune checkpoint inhibitor and late progression.晚期肺腺癌患者在免疫检查点抑制剂治疗后出现初始持久的肿瘤缓解,随后进展,连续进行 ctDNA 全外显子测序。
J Immunother Cancer. 2020 Jun;8(1). doi: 10.1136/jitc-2020-000527.
8
Phase I study of bintrafusp alfa, a bifunctional fusion protein targeting TGF-β and PD-L1, in patients with pretreated biliary tract cancer.Bintrafusp alfa 是一种靶向 TGF-β 和 PD-L1 的双功能融合蛋白,在经治胆道癌患者中的 I 期研究。
J Immunother Cancer. 2020 May;8(1). doi: 10.1136/jitc-2020-000564.
9
Atezolizumab plus Bevacizumab in Unresectable Hepatocellular Carcinoma.阿替利珠单抗联合贝伐珠单抗治疗不可切除肝细胞癌。
N Engl J Med. 2020 May 14;382(20):1894-1905. doi: 10.1056/NEJMoa1915745.
10
A Phase 2 Multi-institutional Study of Nivolumab for Patients With Advanced Refractory Biliary Tract Cancer.纳武利尤单抗治疗晚期难治性胆道癌患者的 2 期多中心研究。
JAMA Oncol. 2020 Jun 1;6(6):888-894. doi: 10.1001/jamaoncol.2020.0930.